Reduced Dilation-Erosion Perceptron for Binary Classification

Reduced Dilation-Erosion Perceptron for Binary Classification

Dilation and erosion are two elementary operations from mathematical morphology, a non-linear lattice computing methodology widely used for image processing and analysis. The dilation-erosion perceptron (DEP) is a morphological neural network obtained by a convex combination of a dilation and an ero...

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Bibliographic Details
Main Author: Marcos Eduardo Valle
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Mathematics
Subjects:
lattice computing
binary classification
multi-valued mathematical morphology
support vector machine
convex-concave optimization
computational intelligence
Online Access:https://www.mdpi.com/2227-7390/8/4/512

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